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Learner Reviews & Feedback for Regression Analysis: Simplify Complex Data Relationships by Google

4.7
stars
556 ratings

About the Course

This is the fifth of eight courses in the Google Advanced Data Analytics Certificate. Data professionals use regression analysis to discover the relationships between different variables in a dataset and identify key factors that affect business performance. In this course, you’ll practice modeling variable relationships. You'll learn about different methods of data modeling and how to use them to approach business problems. You’ll also explore methods such as linear regression, analysis of variance (ANOVA), and logistic regression. Google employees who currently work in the field will guide you through this course by providing hands-on activities that simulate relevant tasks, sharing examples from their day-to-day work, and helping you enhance your data analytics skills to prepare for your career. Learners who complete the eight courses in this program will have the skills needed to apply for data science and advanced data analytics jobs. This certificate assumes prior knowledge of foundational analytical principles, skills, and tools covered in the Google Data Analytics Certificate. By the end of this course, you will: -Explore the use of predictive models to describe variable relationships, with an emphasis on correlation -Determine how multiple regression builds upon simple linear regression at every step of the modeling process -Run and interpret one-way and two-way ANOVA tests -Construct different types of logistic regressions including binomial, multinomial, ordinal, and Poisson log-linear regression models...

Top reviews

ML

Dec 18, 2024

Very well structured. This course and the instructor simplifies many difficult concepts into bite-sized chunks that are easy to digest without feeling overwhelmed.

EU

Jun 29, 2023

Covers a lot of content, but is well paced and easy to understand. Provides a solid foundation for further learning and exploration in regression analysis.

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101 - 103 of 103 Reviews for Regression Analysis: Simplify Complex Data Relationships

By samuel c

•

Jan 30, 2025

Probably the weakest course in the whole curriculum. A lot of concepts are mentionned but it is too ambitious to consider so many complicated topics in such a short amount of time. Lasso and Ridge regressions are barely mentionned, important concepts are considered in just two minutes. It may have been a good idea to have too courses on all this because it's very important to feel comfortable with regression techniques before starting the Machine Learning course. It took me a lot of time on other resources to get what I consider to be the adequate knowledge to go on with the next course. The teacher wants to cover too many things in a very limited number of videos.

By Johann Q

•

Aug 28, 2025

They just read a written Text. Sound weird. Courses also very superficial.

By Hamza T

•

Sep 6, 2025

I am currently at my last module and I am just passing it to receive my certificate I would describe this course as a miss 1. The course is not well structured and the presenter is just a robot reading a script 2. Too many concepts were covered without any deep explanation and within to much short videos (I am Industrial Engineering student and these topics are so important and they need nearly 4 times the videos so you can say that you understand linear, logistic and hypothesis) 3. Python Videos are totally a shame for google , in addition to the material videos , python videos were far worst(Needs more clarification and slow down)